Premier Member Editorial: Prudent AI’s Jayendran GS on How Fannie Mae’s Tech Partnerships Signal a Market Transformation

Jayendran GS is the CEO and co-founder of Prudent AI. He leads Prudent AI’s “shift left” strategy, embedding AI at the very start of the mortgage origination process.

Jayendran GS

Self-employed borrowers now represent nearly 20% of the mortgage market, driven by fundamental shifts in how Americans work. The gig economy, entrepreneurship and flexible employment models aren’t temporary trends—they’re the new economic reality. Agency lending recognizes this demographic represents a substantial opportunity, but serving these borrowers efficiently requires operational evolution.

The challenge has been straightforward: Traditional income verification processes weren’t designed for complex business structures, multiple revenue streams and seasonal income patterns that define self-employed financial profiles. What worked for W-2 borrowers creates unnecessary complexity when applied to business owners, contractors and freelancers seeking agency rates and terms.

Fannie Mae’s Strategic Solution

Fannie Mae’s collaboration with technology vendors to streamline self-employed income calculation represents a clear commitment to making agency lending more accessible. Fannie Mae is enabling sophisticated automation that adapts to borrower complexity while maintaining rigorous standards. This technology aims to maximize every dollar of qualifying income without requiring underwriters with years of experience to manually review each file.

This approach validates what progressive lenders already understand: The future belongs to those who can serve diverse borrower demographics without operational friction. Fannie Mae’s approved vendor framework creates the foundation for lenders to confidently process self-employed applications at scale.

The approved technology ecosystem ensures consistency across the industry while enabling innovation in how complex income scenarios are handled. Lenders gain access to sophisticated tools that deliver agency-compliant results regardless of borrower complexity.

The AI-Powered Revolution

Advanced income calculation platforms now deliver three transformational capabilities that make self-employed lending seamless. First, AI-driven Fannie Mae income generation eliminates the multi-step processes that traditionally slow complex calculations. Second, fully automated workflows prevent the app-hopping and manual intervention that create operational bottlenecks. Third, zero-iteration accuracy ensures calculations align perfectly with Fannie Mae standards from the first submission.

These capabilities fundamentally change lending economics. Complex income scenarios that previously required specialized handling now flow through standard workflows. Self-employed applications can be processed as efficiently as traditional employment verification, removing the operational barriers that limited market participation.

The seamless integration means lenders can serve self-employed borrowers without adding headcount, extending timelines or compromising accuracy. Technology handles the complexity while lenders focus on relationship building and loan origination.

Market Expansion Made Simple

When self-employed income calculation becomes effortless, it opens substantial market opportunities. Lenders can confidently serve borrower segments they previously avoided due to processing complexity. Sales funnels accelerate because qualification happens faster. Operational efficiency improves because automation eliminates manual bottlenecks.

The result is market expansion without operational strain. Lenders capture more business from the growing self-employed demographic while maintaining the speed and consistency borrowers expect from agency lending.

The Future Is Inclusive

Agency lending’s evolution toward serving diverse workforce demographics represents tremendous opportunity. Self-employed borrowers gain access to agency rates without operational delays. Lenders can serve the full spectrum of qualified borrowers without processing constraints.

Fannie Mae’s technology partnerships create the infrastructure for this inclusive future. The lenders that leverage these capabilities will define tomorrow’s agency lending landscape.

(Views expressed in this article do not necessarily reflect policies of the Mortgage Bankers Association, nor do they connote an MBA endorsement of a specific company, product or service. MBA NewsLink welcomes submissions from member firms. Inquiries can be sent to Editor Michael Tucker or Editorial Manager Anneliese Mahoney.)